Nicolò
Calandra.
Building AI solutions that drive meaningful change - from medical imaging to quantum machine learning.
View my workAbout Me
I'm a Computer Science student passionate about pushing the boundaries of artificial intelligence.
Currently exploring novel architectures for medical image analysis and investigating how quantum machine learning can accelerate AI research.
I believe the most impactful technology is the kind that makes complex capabilities accessible - whether that's a clinical-grade diagnostic tool or a well-crafted mobile app.
Automated Melanoma Detection System
A low-cost deep learning system for automated melanoma diagnosis using an ensemble of 5 ConvNeXt models with specialized medical preprocessing pipelines optimized for dermatological imaging.
Proof-of-concept for accessible diagnostic aids in underserved regions.
Quantum vs. Classical CNN Research
A comparative study investigating "Quantum Advantage" in low-data medical imaging scenarios. Tested Hybrid Quantum-Classical networks against standard CNNs under controlled conditions.
Demonstrated quantum generalization benefits in data-scarce environments.
AgovFit
Gym Tracker App
A comprehensive mobile application for tracking workouts and monitoring progress in real-time, with powerful data visualization.
CineManiac
Social Movie Companion
A full-featured movie companion blending personal tracking with social event planning - rate films 0-100, discover taste-matched picks, and plan cinema nights with friends.
Let's work
together.
Open to research collaborations and opportunities in AI/ML. Whether you have a project idea or just want to say hello - I'd love to hear from you.
Say Hello